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Borrows the lark-cli agent-affordance model (https://github.com/larksuite/cli/blob/main/AGENTS.md + skills/lark-shared/SKILL.md) so weknora is designed to be agent-friendly: error messages, output format, and flag design follow conventions agents can rely on. cli/AGENTS.md (operational reference for LLM agents invoking weknora): Public document covering envelope schema, exit-code protocol (0/1/2/10/130), stdout/stderr separation, and behavioral rules. Sensitive commands (\`context use\`, \`kb delete\`, \`doc delete\`, \`init\`) gain "AI agents:" paragraphs in their cobra Long descriptions so guidance shows in --help. format.Envelope schema additions: Risk per-operation classification (read / write / high-risk-write + action description), populated by write commands on both success and failure paths. Notice system advisories (CLI update available, server-CLI version skew); type defined, emit sites land in v0.3. DryRun marker for envelopes returned from --dry-run preview paths. RiskLevel constants realigned to lark's taxonomy: read / write / high-risk-write (was: read / mutating / destructive — not yet wired by any command). cmdutil.Error gains OperationRisk; PrintErrorEnvelope auto-attaches it to envelope.Risk so destructive failure paths surface uniformly. Exit-10 confirmation protocol: New ErrorCode \`input.confirmation_required\` mapped to exit code 10 in cmdutil.ExitCode. ConfirmDestructive now returns this code (with OperationRisk attached) when stdout is non-TTY or --json was set, with -y/--yes absent. Previous behavior — silent proceed in non-TTY — was unsafe: scripts and agents could delete resources with no explicit approval. Three test cases re-pinned around the new contract. This is a wire-contract change for any caller who relied on silent proceed; v0.0/v0.1 had no destructive commands, so the blast radius is contained to v0.2 itself. --dry-run global flag: cmd write paths (kb create/delete, doc upload/delete, api POST/PUT/PATCH/ DELETE) check cmdutil.IsDryRun(cmd) and skip the SDK call, emitting an envelope with dry_run=true plus a Risk classification. Read commands ignore --dry-run by design (no side effect to preview). Human-mode prints \`[dry-run] would <action>\` to stdout. Command discovery: agents introspect via the existing \`--help\` surface (consistent with gh / kubectl / aws / gcloud / terraform — none of them ship a CLI-tree self-description command). An earlier draft added a \`weknora schema\` reflection command; dropped after a mainstream survey found it has no stable analog (lark-cli's schema describes Lark API methods, not its own CLI tree). Tests: 27 cli packages pass at this commit. Added two new tests covering envelope.risk and envelope._notice serialization.